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"metadata": {},
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"source": [
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"- We want to maximize all these values, bringing them close to a probability of 1\n",
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"- In mathematical optimization, it is easier to maximize the logarithm of the probability score than the probability score itself; this is out of the scope of this book, but I have recorded a lecture with more details here: L8.2 Logistic Regression Loss Function, [https://www.youtube.com/watch?v=GxJe0DZvydM](https://www.youtube.com/watch?v=GxJe0DZvydM)"
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"- In mathematical optimization, it is easier to maximize the logarithm of the probability score than the probability score itself; this is out of the scope of this book, but I have recorded a lecture with more details here: [L8.2 Logistic Regression Loss Function](https://www.youtube.com/watch?v=GxJe0DZvydM)"
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]
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"name": "python",
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"nbconvert_exporter": "python",
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"pygments_lexer": "ipython3",
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"version": "3.11.4"
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"version": "3.10.12"
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"nbformat": 4,
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